کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6865485 | 679032 | 2016 | 12 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Model predictive control of an intensified continuous reactor using a neural network Wiener model
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Model predictive control of an intensified continuous reactor using a neural network Wiener model Model predictive control of an intensified continuous reactor using a neural network Wiener model](/preview/png/6865485.png)
چکیده انگلیسی
In this work a model predictive control approach based on a neural network Wiener model is developed and applied for an intensified continuous reactor. The Wiener model is constituted by two parts: a linear state space identified model based on nonlinear first-principle model, a nonlinear neural network model developed to predict the nonlinear controlled output. Next, a local linearization of neural network model at every sample instant is developed to guarantee an efficient online optimization. The performance of nonlinear controller is illustrated by simulations.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 185, 12 April 2016, Pages 93-104
Journal: Neurocomputing - Volume 185, 12 April 2016, Pages 93-104
نویسندگان
Shi Li, Yueyang Li,